No change. SRAM got almost no process improvements compared to 5nm. And 5nm had minimal compared to 7nm. So 3nm has “3nm”-class small transistors and 7nm class SRAM.
Going based on AMD's first generation V-Cache (TSMC 7nm), you could get 1GB of SRAM onto a die slightly larger than a top of the line NVIDIA GPU. 2GB would be too large to fab as a single die. Or you could spend several million to get a Cerebras Wafer Scale Engine 2 with 40GB of SRAM in aggregate and a ton of AI compute power all on one wafer.
But how much die real estate for 8GB/16GB of sram in such fantasy world?